V1I9P9

Applying advanced analytics, interactive intelligence dashboards, and AI powered predictive models to accelerate entrepreneurial growth, sharpen public sector decision making, and lift organizational profitability

Oladotun Solomon^1*, Fagbenle Emmanuel², Jacob Simon³, Derek Mendez⁴

Abstract

This study examined the transformative role of data driven technologies specifically advanced analytics, interactive dashboards, and AI powered predictive models in reshaping performance outcomes across entrepreneurial, public sector, and corporate environments. As digital transformation becomes increasingly central to strategic planning and operational execution, organizations are leveraging intelligent data systems to enhance agility, precision, and value delivery. The research aimed to analyze and compare how these technologies are applied across sectors to accelerate startup growth, improve public governance, and enhance corporate profitability. A qualitative comparative case study methodology was employed, drawing from secondary data sources including industry reports, technical whitepapers, and public documentation. Thematic coding and cross case analysis were used to extract insights from three distinct cases: a fintech startup (FinPredict), a smart governance initiative (Lagos Smart Data Initiative), and a multinational logistics firm (MoveXpress). Findings revealed that predictive analytics significantly improved ROI and decision speed in startups, dashboards enabled real time monitoring and transparency in public governance, and AI models optimized cost and delivery accuracy in corporate logistics. The corporate sector demonstrated the most mature implementation, supported by strong leadership, infrastructure, and institutional alignment. The study contributes to the theoretical understanding of technology adoption by reinforcing the relevance of the TOE framework, Decision Support Systems theory, and Diffusion of Innovation.

Keywords: Advanced Analytics, Predictive Modeling, Interactive Dashboards, Entrepreneurship, Public Sector Innovation, AI Adoption, Organizational Strategy